This really reminds me of the concept of elaborative encoding whereas we learn by connecting facts with preexisting knowledge [0]. Abstract things do not stick because we have less touch points to connect them with. The Baker Baker paradox for instance describes the fact that we are much more likely to remember that a person is a baker than the more abstract fact that his name is Baker [1].